Triple
T10924748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | national fiscal framework of Kenya |
E258035
|
entity |
| Predicate | includesInstrument |
P1393
|
FINISHED |
| Object |
Medium-Term Debt Management Strategy of Kenya
The Medium-Term Debt Management Strategy of Kenya is a government policy document that guides how the country borrows and manages public debt over a multi-year horizon to ensure sustainability, cost-effectiveness, and reduced fiscal risk.
|
E894083
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Medium-Term Debt Management Strategy of Kenya | Statement: [national fiscal framework of Kenya, includesInstrument, Medium-Term Debt Management Strategy of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medium-Term Debt Management Strategy of Kenya Context triple: [national fiscal framework of Kenya, includesInstrument, Medium-Term Debt Management Strategy of Kenya]
-
A.
national fiscal framework of Kenya
The national fiscal framework of Kenya is the overarching system of policies, laws, and procedures that guide the country’s budgeting, revenue collection, public spending, and debt management.
-
B.
Protocol on the African Investment Bank
The Protocol on the African Investment Bank is the founding legal instrument that establishes and governs the operations, structure, and mandate of the African Investment Bank as a financial institution of the African Union.
-
C.
DATA (Debt, AIDS, Trade, Africa)
DATA (Debt, AIDS, Trade, Africa) was an advocacy organization co-founded by U2’s Bono to campaign for debt relief, fair trade, and increased AIDS treatment and prevention efforts in Africa.
-
D.
Continental Education Strategy for Africa
The Continental Education Strategy for Africa is the African Union’s long-term framework aimed at transforming education systems across the continent to drive sustainable development, innovation, and global competitiveness.
-
E.
The Global Financial Environment
The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Medium-Term Debt Management Strategy of Kenya Triple: [national fiscal framework of Kenya, includesInstrument, Medium-Term Debt Management Strategy of Kenya]
Generated description
The Medium-Term Debt Management Strategy of Kenya is a government policy document that guides how the country borrows and manages public debt over a multi-year horizon to ensure sustainability, cost-effectiveness, and reduced fiscal risk.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medium-Term Debt Management Strategy of Kenya Target entity description: The Medium-Term Debt Management Strategy of Kenya is a government policy document that guides how the country borrows and manages public debt over a multi-year horizon to ensure sustainability, cost-effectiveness, and reduced fiscal risk.
-
A.
national fiscal framework of Kenya
The national fiscal framework of Kenya is the overarching system of policies, laws, and procedures that guide the country’s budgeting, revenue collection, public spending, and debt management.
-
B.
Protocol on the African Investment Bank
The Protocol on the African Investment Bank is the founding legal instrument that establishes and governs the operations, structure, and mandate of the African Investment Bank as a financial institution of the African Union.
-
C.
DATA (Debt, AIDS, Trade, Africa)
DATA (Debt, AIDS, Trade, Africa) was an advocacy organization co-founded by U2’s Bono to campaign for debt relief, fair trade, and increased AIDS treatment and prevention efforts in Africa.
-
D.
Continental Education Strategy for Africa
The Continental Education Strategy for Africa is the African Union’s long-term framework aimed at transforming education systems across the continent to drive sustainable development, innovation, and global competitiveness.
-
E.
The Global Financial Environment
The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7708f7ab48190b60a4bb8fdb17c8e |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e217369b648190914c58db6f6e0200 |
completed | April 17, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69e21d8a2e6881909b33cbe4ab919315 |
completed | April 17, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e21eaa1e9881909f3b276e0ff0c511 |
completed | April 17, 2026, 11:51 a.m. |
Created at: April 8, 2026, 9:22 p.m.